COVID-19 in Italy. Visuals

(alternatively, see results and code together here)

 

Data source: this GitHubi page

Authors and sources mentioned: Editore/Autore del dataset: Dipartimento della Protezione Civile. Categoria ISO 19115: Salute. Dati forniti dal Ministero della Salute.

Regional data files (Dati per Regione):
  • Struttura file giornaliero: dpc-covid19-ita-regioni-yyyymmdd.csv (dpc-covid19-ita-regioni-20200224.csv)
  • File complessivo: dpc-covid19-ita-regioni.csv
  • File ultimi dati (latest): dpc-covid19-ita-regioni-latest.csv

 

Out[4]:

Currently data as of date: 2021-01-10T17:00:00

 

What's in the original dataframe?

Out[5]:

All column names: ['data', 'stato', 'codice_regione', 'denominazione_regione', 'lat', 'long', 'ricoverati_con_sintomi', 'terapia_intensiva', 'totale_ospedalizzati', 'isolamento_domiciliare', 'totale_positivi', 'variazione_totale_positivi', 'nuovi_positivi', 'dimessi_guariti', 'deceduti', 'casi_da_sospetto_diagnostico', 'casi_da_screening', 'totale_casi', 'tamponi', 'casi_testati', 'note', 'ingressi_terapia_intensiva', 'note_test', 'note_casi']

Out[6]:
data stato codice_regione denominazione_regione lat long ricoverati_con_sintomi terapia_intensiva totale_ospedalizzati isolamento_domiciliare ... deceduti casi_da_sospetto_diagnostico casi_da_screening totale_casi tamponi casi_testati note ingressi_terapia_intensiva note_test note_casi
6757 2021-01-10T17:00:00 ITA 19 Sicilia 38.115697 13.362357 1265 208 1473 40033 ... 2728 NaN NaN 108055 1303264 863763.0 NaN 6.0 NaN NaN
6758 2021-01-10T17:00:00 ITA 9 Toscana 43.769231 11.255889 769 140 909 8192 ... 3855 NaN NaN 124951 1965493 1091275.0 NaN 12.0 Positivi diagnosticati solo con test antigenic... NaN
6759 2021-01-10T17:00:00 ITA 10 Umbria 43.106758 12.388247 265 50 315 3989 ... 660 NaN NaN 30906 528657 260437.0 NaN 7.0 NaN NaN
6760 2021-01-10T17:00:00 ITA 2 Valle d'Aosta 45.737503 7.320149 53 1 54 376 ... 389 NaN NaN 7505 64906 39760.0 NaN 0.0 NaN NaN
6761 2021-01-10T17:00:00 ITA 5 Veneto 45.434905 12.338452 2585 355 2940 85873 ... 7389 NaN NaN 285986 3466098 1259295.0 Nei valori riportati per le terapie intensive ... 37.0 NaN NaN

5 rows × 24 columns

 

Variable names to English and their explanation

  • HospWithSymptoms : Currently hospitalized patients with symptoms
  • IC : Intensive care
  • HospTotal: Total number of currently hospitalized patients
  • AtHome : Currently at home confinement
  • CurrentlyPositive : Total amount of current positive cases (Hospitalised patients + Home confinement)
  • NewPositives : New amount of positive cases (Actual total amount of current positive cases - total amount of current positive cases of the previous day)
  • TotalCases : Total amount of positive cases
  • NoOfTests : Tests performed
Out[7]:
Date Region Lat Long HospWithSymptoms IC HospTotal AtHome CurrentlyPositive VariationOfPositives ... Diagnostico Screening TotalCases NoOfTests casi_testati note ingr_ter_intens note_test note_casi Pop
Date
2021-01-06 2021-01-06 Veneto 45.434905 12.338452 2612 343 2955 88344 91299 -2929 ... NaN NaN 273735 3395768 1240441.0 Nei valori riportati per le terapie intensive ... 31.0 NaN NaN 4905854
2021-01-07 2021-01-07 Veneto 45.434905 12.338452 2594 359 2953 89223 92176 877 ... NaN NaN 277331 3413011 1245604.0 Nei valori riportati per le terapie intensive ... 25.0 NaN NaN 4905854
2021-01-08 2021-01-08 Veneto 45.434905 12.338452 2549 357 2906 88044 90950 -1226 ... NaN NaN 280719 3430733 1250287.0 Nei valori riportati per le terapie intensive ... 31.0 NaN NaN 4905854
2021-01-09 2021-01-09 Veneto 45.434905 12.338452 2540 349 2889 86562 89451 -1499 ... NaN NaN 283819 3451512 1255475.0 Nei valori riportati per le terapie intensive ... 32.0 NaN NaN 4905854
2021-01-10 2021-01-10 Veneto 45.434905 12.338452 2585 355 2940 85873 88813 -638 ... NaN NaN 285986 3466098 1259295.0 Nei valori riportati per le terapie intensive ... 37.0 NaN NaN 4905854

5 rows × 23 columns

 

daily numbers & moving averages (MA)

(double click and click on legend to select one or multiple regions in the graph)

 

All regions together